Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-10-05 3745.449704 4004.595783 4263.556850 4541.426876 4830.820329 5123.018905 5440.026839
2025-10-12 3354.492916 3751.974325 4160.389037 4610.206500 5090.531085 5586.936204 6137.587454
2025-10-19 3067.565223 3549.751297 4055.577279 4623.329908 5240.424047 5888.559519 6618.456963
2025-10-26 2842.750283 3387.415653 3968.966560 4632.126282 5363.476871 6141.696348 7028.672976
2025-11-02 2674.692449 3271.278536 3918.252872 4666.197189 5501.345539 6399.816937 7434.120362
2025-11-09 2493.747516 3127.809346 3825.758036 4643.142539 5566.434940 6569.813698 7735.428076
2025-11-16 2364.795033 3034.803617 3782.306671 4667.856232 5678.347122 6786.160886 8083.196366
2025-11-23 2214.915041 2909.278834 3694.509051 4635.442394 5719.878287 6918.934267 8333.409234
2025-11-30 2138.029259 2864.706898 3695.983970 4701.693506 5870.412852 7171.757185 8716.368507
2025-12-07 2037.192392 2786.415448 3653.680965 4713.214157 5954.783219 7346.965968 9009.509916
2025-12-14 1926.973899 2691.765236 3587.745528 4693.124942 5999.187143 7473.837448 9245.413836
2025-12-21 1797.120672 2567.650152 3481.948867 4621.584343 5979.769114 7524.235375 9391.072526
2025-12-28 1792.433536 2600.098662 3566.669713 4779.680016 6233.499170 7894.405670 9909.956013
2026-01-04 1744.549064 2576.146630 3581.323800 4852.755231 6386.521752 8148.081836 10295.431618
2026-01-11 1670.616136 2515.840988 3548.681727 4866.290282 6466.888340 8315.640019 10580.080772
2026-01-18 1599.339862 2456.003989 3514.163559 4875.385212 6540.201034 8473.652447 10852.726815
2026-01-25 1544.773471 2415.681268 3502.196544 4910.608444 6643.763526 8666.519086 11165.751085
2026-02-01 1466.462669 2340.980840 3444.315252 4886.774373 6673.959770 8771.114227 11373.985111
2026-02-08 1414.545789 2299.556816 3427.170879 4912.323523 6763.235865 8945.277739 11663.935850
2026-02-15 1339.981294 2224.655388 3364.654224 4878.813602 6778.421085 9029.569554 11846.396632
2026-02-22 1312.371459 2213.032174 3383.327592 4947.302160 6918.845020 9264.028096 12207.569593
2026-03-01 1262.974102 2169.303032 3358.528418 4959.210754 6988.268253 9412.324820 12465.633002
2026-03-08 1202.981513 2108.512890 3309.443797 4938.444846 7015.764526 9508.974045 12661.216699